Mapped to a shared offline runtime family and usable with a recording or compatible ESP32 CSI stream.
Intended capability
Pilot this intended outcome through the shared Presence family, then validate it against site-specific ground truth: Detection of pre-burglary reconnaissance: the same perimeter spot receiving brief, repeated human presence across multiple days (fence line, side window, meter box) — the behavioral precursor that single-event alarms are blind to.
This describes the intended outcome. Readiness is shared-family mapped, evidence is class B, and a catalog mapping or recording is not proof of this outcome at a real site.
Solution blueprint
See the environment before installing it.
This exact kit is one of 191 first-class designs. It includes geometry, objects, nodes, wording, scenarios, installation, limitations, and catalog-bound readiness.
No rendered revision is available yet.
Bundled recording
A related Home scene
This is one recorded vertical scenario. It is not separate validation of every capability in the catalog.
01 The physics
Each loitering event is an NLOS presence detection with an RTI location estimate; casing produces a statistically improbable spatio-temporal recurrence — repeated short dwells at the same low-traffic perimeter cell — that is distinguishable from postal workers and gardeners by dwell location, duration, and time-of-day distribution.
02 Shared processing path
Through-wall presence (stage 2, proven) + RTI cell localization (stage 4) -> event stream into per-perimeter-cell compartment model (stage 6) -> CUSUM on recurrence rate vs each cell's rolling baseline (stage 3) fires on multi-day accumulation, not single visits.
This is a capability design path. Components may be shared with other catalog entries; it is not presented as a unique algorithm.
03 Validation plan
Own-hardware longitudinal: 60-day deployment at 3 houses with scripted 'casing' sequences (3 x 2-min dwells over 4 days) injected against natural traffic, measure detection lead time and false alerts per month; ESP32-wall validates the per-event NLOS layer.
04 Commercial hypothesis
"We alert you to the burglary that's being planned, not just the one in progress." For neighborhood-watch platforms and insurance-linked security programs.